Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-30 1488.442244 1631.265919 1776.858641 1936.099592 2105.087695 2278.797773 2470.581280
2025-04-06 1252.629404 1462.295225 1685.145880 1938.517445 2217.467348 2514.114726 2852.321357
2025-04-13 1059.711902 1301.182334 1566.414067 1877.023254 2228.445901 2611.448923 3058.124628
2025-04-20 988.059284 1262.231323 1571.140618 1941.080207 2368.165693 2841.999517 3403.623360
2025-04-27 914.503946 1211.877129 1554.812882 1973.824046 2466.252467 3021.103863 3687.943087
2025-05-04 834.463070 1146.173976 1513.828023 1971.689434 2518.816137 3144.170451 3905.312976
2025-05-11 759.156389 1079.949656 1466.648907 1957.044216 2552.271329 3241.658051 4090.512364
2025-05-18 706.704388 1038.003140 1445.298576 1970.206650 2616.107158 3372.804306 4313.847800
2025-05-25 649.382162 985.630194 1407.355894 1959.702685 2648.627034 3464.823870 4489.691041
2025-06-01 612.498847 957.292688 1397.450284 1982.107608 2719.886821 3602.364050 4719.533657
2025-06-08 562.982934 908.731107 1358.695495 1965.489506 2740.754865 3677.457615 4873.427076
2025-06-15 542.327973 898.137267 1368.288207 2009.817741 2837.331451 3844.888298 5139.674578
2025-06-22 509.197548 868.788530 1352.333669 2021.049616 2892.975092 3963.789558 5349.803024
2025-06-29 475.226954 836.218666 1330.441294 2023.260680 2936.411595 4067.487779 5541.929293
2025-07-06 421.624541 771.508176 1261.445758 1959.887121 2892.675716 4060.117196 5595.018031
2025-07-13 414.907937 776.229647 1288.623987 2025.903923 3017.714695 4266.050023 5914.907230
2025-07-20 398.470459 765.019137 1292.503477 2059.642038 3100.163847 4418.206096 6168.228242
2025-07-27 372.301549 737.055329 1271.085368 2057.442760 3134.217462 4508.199679 6343.352723
2025-08-03 344.345996 704.450997 1241.388288 2042.353311 3149.980108 4574.005558 6487.573632
2025-08-10 326.324868 686.757061 1232.635899 2055.915044 3203.821659 4688.898292 6694.548301
2025-08-17 303.082145 658.918949 1207.491234 2045.092492 3223.747797 4759.210686 6844.412615
2025-08-24 289.994096 647.388959 1206.319123 2068.176342 3289.821978 4889.997445 7072.521485
2025-08-31 267.991177 619.026010 1178.141937 2051.054892 3299.688188 4946.349890 7204.362181